{"id":"W4392952200","doi":"10.3390/genes15030377","title":"Genome and Epigenome Disorders and Male Infertility: Feedback from 15 Years of Clinical and Research Experience","year":2024,"lang":"en","type":"article","venue":"Genes","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Fertility Centre","funders":"","keywords":"Epigenome; Infertility; Epigenetics; Reproductive medicine; Male infertility; Fertility; Biology; Bioinformatics; Physiology; Genetics; Medicine; Pregnancy; Population; DNA methylation; Environmental health; Gene","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0173105,0.0006710546,0.0007490799,0.002943123,0.0007471741,0.002968493,0.000818063,0.002071958,0.00494588],"category_scores_gemma":[0.03521582,0.0002660993,0.0006726743,0.002774298,0.00130881,0.002611497,0.003179381,0.001981316,0.001112831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001617989,"about_ca_system_score_gemma":0.003248246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002115215,"about_ca_topic_score_gemma":0.003913974,"domain_scores_codex":[0.9925747,0.003577452,0.0005771931,0.0006988364,0.002173301,0.0003985588],"domain_scores_gemma":[0.9613622,0.01565214,0.002731111,0.0007583526,0.01307678,0.006419381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004147604,0.0003336121,0.1351617,0.001931583,0.0002719479,0.002179684,0.01416666,0.0006132174,0.001739242,0.002733931,0.1976297,0.6428241],"study_design_scores_gemma":[0.00008444244,0.0005259308,0.1434087,0.006051701,0.000254656,0.007673248,0.02240171,0.0004275855,0.000808543,0.003419531,0.8147467,0.000197308],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1321835,0.4782037,0.006580726,0.3331105,0.01317596,0.0002251817,0.002436629,0.0005079932,0.03357579],"genre_scores_gemma":[0.457303,0.4045725,0.01209356,0.09221119,0.01733907,0.0002469277,0.002830861,0.0002674834,0.01313532],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0173105,"threshold_uncertainty_score":0.09154779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1061545460105416,"score_gpt":0.4187793243788749,"score_spread":0.3126247783683333,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}